Multimodal Data Analysis with LLMs and Python – Tutorial

Published: 03 September 2024
on channel: freeCodeCamp.org

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Learn how to analyze multimodal data with LLMs and Python. This tutorial covers:
Classifying text with LLMs
Answering questions about images
Transcribing audio data (speech) to text
Building a natural language query interface over an SQL database

💻 Code and resources: https://www.datasciencewithgpt.com

✏️ Course developed by Immanuel Trummer, PhD

Dr. Trummer's book: https://www.manning.com/books/analyzi...

Twitter/X profile: https://x.com/ImmanuelTrummer
YouTube: / @immanueltrummer4111

❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)

⭐️ Contents ⭐️
00:00 Introduction
01:29 Setup
05:44 Analyzing Text
32:25 Analyzing Images
52:10 Analyzing Audio Data
01:00:17 Analyzing Tables
01:42:05 Conclusion

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